AirBnB - A Sentiment Analysis

Introduction

What is AirBnB?

AirBnB are ....

What Information Do We Have?

The data ..

Is there information in the calendar or reviews data files that would be useful?

Time Taken

    Grouped by city, english language only: Time Taken: 303.38720989227295 seconds
                        loaded from pickle: Time Taken: 15.748566150665283 seconds

Do the dataframes include the same listings?

All listings, in the listings data, are in the calendar data file. But close to 19% are missing from the reviews data.

          city_merge
          Boston    127.976
          Seattle   173.926
          Name: price, dtype: float64

Let's Remove Non-English Reviews